On-Premises AI
Hardware & Tools
Run AI locally. Every product on our store is machine-readable. AI agents can search, query stock, and add to cart. We ship edge AI hardware across Australia.
On-Premises AI Hardware
Run inference, computer vision, and machine learning locally. No cloud required. We stock AI accelerators, cameras, and development kits from the world's leading brands.
Raspberry Pi AI
The Raspberry Pi AI HAT+ adds a 26 TOPS neural network accelerator to any Pi 5. Pair it with the AI Camera for on-device inference — object detection, pose estimation, and image classification without cloud connectivity.
Products
- AI HAT+ (13 TOPS & 26 TOPS)
- AI Camera Module
- Camera Module 3
- Raspberry Pi 5
Use Cases
NVIDIA Jetson
NVIDIA Jetson modules bring GPU-accelerated AI to the edge. From the Jetson Orin Nano for entry-level AI to the AGX Orin for autonomous machines — run neural networks, LLMs, and generative AI on-device with CUDA acceleration.
Products
- Jetson Orin Nano Developer Kit
- Jetson Orin NX
- Jetson AGX Orin
- Jetson Carrier Boards
Use Cases
Google Coral
Google Coral brings the Edge TPU to your projects. The USB Accelerator adds ML inference to any Linux machine, while the Dev Board runs TensorFlow Lite models at 4 TOPS. Purpose-built for production edge AI deployments.
Products
- Coral USB Accelerator
- Coral Dev Board
- Coral Dev Board Mini
- Coral M.2 Accelerator
Use Cases
AI Vision Sensors
Smart cameras with built-in AI. The DFRobot HuskyLens is an easy-to-use AI vision sensor that can learn to recognise faces, objects, lines, colours, and tags — no programming required. Connect to Arduino, micro:bit, or Raspberry Pi.
Products
- DFRobot HuskyLens
- OpenMV Cam
- Pixy2 CMUcam5
- Nicla Vision
Use Cases
AI Robots
Programmable robots with built-in AI capabilities. Yahboom and DFRobot make AI-powered robot cars, arms, and humanoids that combine computer vision, voice recognition, and autonomous navigation for education and research.
Products
- Yahboom AI Robot Cars
- DFRobot ROB Series
- Yahboom Robot Arms
- AI Camera Kits
Use Cases
AI Development Boards
Powerful boards purpose-built for AI workloads. From the Seeed Studio reComputer running NVIDIA Jetson to the BeagleBone AI-64 with dual-core neural network accelerators — run AI models at the edge without the cloud.
Products
- BeagleBone AI-64
- Seeed reComputer
- LattePanda
- NVIDIA Development Kits
Use Cases
Why On-Premises AI?
Run AI models on your own hardware. No internet required, no cloud fees, no data leaving your premises.
Data Privacy
Your data never leaves your network. Process sensitive information locally without sending it to third-party servers.
Low Latency
Sub-millisecond inference on local hardware. No round-trip to the cloud means real-time AI responses.
No Cloud Costs
Pay once for hardware, not per-inference. No ongoing API fees, no usage caps, no surprise bills.
Works Offline
No internet dependency. Run AI in remote locations, air-gapped networks, or areas with poor connectivity.
AI-Native Store APIs
Every product page on our store is machine-readable. AI agents can search products, check stock levels, get pricing, and add items to cart.
Markdown Endpoints (.md)
Every product page responds to .md format. AI agents and LLMs can consume structured product data as clean Markdown including pricing, stock levels, variants, and descriptions.
What's included in .md responses
WebMCP Tools
Our store registers 10 WebMCP tools via navigator.modelContext on every page. Browser-based AI agents (Chrome 146+) can call these tools to interact with our store programmatically.
search_products
Search catalog by keyword
get_product_details
Full product info by handle
add_to_cart
Add variant to cart
get_cart
View current cart contents
update_cart_item
Change quantity or remove
remove_from_cart
Delete item from cart
list_collections
List all categories
get_collection_products
Products in a collection
get_shipping_estimate
Shipping rates by postcode
get_store_info
Contact, policies, payment
How WebMCP works
When an AI agent visits any page on our store in a WebMCP-compatible browser, it automatically discovers these tools. The agent can search for products, check availability, add items to cart, and get shipping estimates — all through structured tool calls, no scraping required.
JSON API Endpoints
Structured JSON responses for programmatic access. Get product data, search the catalog, list collections, and manage the shopping cart.
llms.txt Discovery
Our /llms.txt file is a machine-readable index of the entire store — products, collections, policies, and API documentation. LLMs and AI agents use this as an entry point to understand what's available.
How AI Agents Shop Our Store
Whether you're using Claude, ChatGPT, or a custom agent, here's the workflow for AI-assisted purchasing.
Discover
The AI agent fetches /llms.txt to understand the store layout, or searches /products.md?q= for specific items.
Research
Get detailed product information including all variants, real-time stock levels (local warehouse and supplier), pricing, and specifications.
Compare
Use the JSON API to compare multiple products, check collection listings, or filter by availability.
Add to Cart
Using WebMCP tools or the cart API, the agent adds the chosen variant to the cart with the correct quantity.
Checkout
The agent can get shipping estimates and present the cart summary. The human completes payment at checkout.
Downloadable Formats
Product pages, quotes, and invoices are available as Markdown, CSV, and PDF downloads — designed for both humans and AI agents.
Product Pages
.md
Any product URL with .md extension returns structured Markdown with pricing, stock, variants, and descriptions. Perfect for LLM context windows.
/products/{handle}.md
Product Catalog
.md
The full product listing as Markdown, with optional search filtering. Browse or search the entire catalog in a format optimised for AI consumption.
/products.md?q={search}
Quotes
.md .csv .pdf
Generated quotes can be downloaded as Markdown (for AI), CSV (for spreadsheets), or PDF (for procurement). All formats include line items, pricing, and terms.
/account/quotes/{id}/export_md
Invoices
.md .csv
Order invoices are available in Markdown and CSV format for automated processing, reconciliation, or importing into accounting systems.
/account/orders/{id}/invoice_md
Cart Export
.md .csv .pdf
Export the current shopping cart in any format. Use Markdown for AI review, CSV for spreadsheet import, or PDF for purchase order attachments.
/cart/export_md
llms.txt
.txt
A machine-readable index of the entire store — products, collections, policies, and API endpoints. The starting point for any AI agent.
/llms.txt
We're Building for the AI Era
Little Bird Electronics is an AI-first company. We believe every product page should be readable by machines, every API should be open, and every AI agent should be able to shop our store as easily as a human. This is just the beginning.
